AI Agent Development Services

{
  "niche": "ai-agent-development-services",
  "parent_sector": "developer-tools-infra",
  "provider_type_pricing": {
    "slug": "ai-agent-development-services",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
    "blended": {
      "median": 9.71,
      "p25": null,
      "p75": null,
      "providers": 2
    },
    "by_provider_type": {
      "agent": {
        "median": null,
        "p25": null,
        "p75": null,
        "providers": 1,
        "publishable": false,
        "confidence": "insufficient",
        "reason": "Fewer than three comparable priced Agent-economy products are available."
      },
      "mcp": {
        "median": null,
        "p25": null,
        "p75": null,
        "providers": 1,
        "publishable": false,
        "confidence": "insufficient",
        "reason": "Fewer than three comparable priced MCP servers are available."
      }
    },
    "recommended_cohort": null,
    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
    "fallback_context": null,
    "context_note": null
  },
  "crowding_level": "empty",
  "observed_node_count": 0,
  "adjacent_niches": [
    "ai-frontend-coding",
    "mcp-platform-provider",
    "incident-response-sre",
    "legacy-code-modernization",
    "on-call-management-agent",
    "database-query-agent"
  ],
  "market_pulse": {
    "pulse": 50,
    "drivers": [
      "enterprise money present",
      "1 new builder in 30d"
    ],
    "price_move_30d_pct": null,
    "money_share": 0.5,
    "entry_rate": 0.0625,
    "alive_share": 1
  },
  "price_move": {
    "d_pct": 0,
    "w_pct": 0,
    "m_pct": 0,
    "comparable_agents": 2,
    "quarantined_agents": 0,
    "confidence": "thin",
    "published": {
      "d": false,
      "w": false,
      "m": false
    },
    "held_reason": {
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    },
    "driver": {
      "d": null,
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    },
    "tier_contribution": {
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        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
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      "w": {
        "individual": 0,
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        "team_sme": 0,
        "enterprise": 0
      },
      "m": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      }
    },
    "tier_series": {
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      "pro": [
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      "team_sme": [
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      "enterprise": [
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      ]
    },
    "tier_own_move": {
      "d": {
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        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "w": {
        "individual": 0,
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        "team_sme": 0,
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      },
      "m": {
        "individual": 0,
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        "team_sme": 0,
        "enterprise": 0
      }
    },
    "tier_agents": {
      "individual": 1,
      "pro": 2,
      "team_sme": 2,
      "enterprise": 0
    },
    "obs_range": {
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    },
    "tier_obs_range": {
      "d": {
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      "w": {
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      },
      "m": {
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      }
    }
  },
  "pricing": {
    "sampleSize": 11,
    "observed": 4,
    "byPersona": {
      "free": {
        "n": 2,
        "nPriced": 0,
        "reliability": "none",
        "median": null,
        "p25": null,
        "p75": null,
        "min": null,
        "max": null,
        "mean": null,
        "stdev": null,
        "usageShare": 0
      },
      "individual": {
        "n": 1,
        "nPriced": 1,
        "reliability": "none",
        "median": 9,
        "p25": 9,
        "p75": 9,
        "min": 9,
        "max": 9,
        "mean": 9,
        "stdev": 0,
        "usageShare": 0
      },
      "pro": {
        "n": 3,
        "nPriced": 2,
        "reliability": "low",
        "median": 19,
        "p25": 14,
        "p75": 24,
        "min": 9,
        "max": 29,
        "mean": 19,
        "stdev": 14.14,
        "usageShare": 0
      },
      "team_sme": {
        "n": 2,
        "nPriced": 2,
        "reliability": "low",
        "median": 54,
        "p25": 41.5,
        "p75": 66.5,
        "min": 29,
        "max": 79,
        "mean": 54,
        "stdev": 35.36,
        "usageShare": 0
      },
      "enterprise": {
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        "reliability": "none",
        "median": null,
        "p25": null,
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        "max": null,
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        "stdev": null,
        "usageShare": 0
      }
    },
    "byPersonaMonthly": {
      "free": {
        "nMonthly": 0,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      },
      "individual": {
        "nMonthly": 1,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      },
      "pro": {
        "nMonthly": 2,
        "p25": 14,
        "median": 19,
        "p75": 24,
        "confidence": "low",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": true
      },
      "team_sme": {
        "nMonthly": 2,
        "p25": 41.5,
        "median": 54,
        "p75": 66.5,
        "confidence": "low",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": true
      },
      "enterprise": {
        "nMonthly": 0,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      }
    },
    "byTierCohorts": {
      "status": "ok",
      "cohorts": [
        {
          "tier": "pro",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 21.03,
          "provider_count": 2,
          "plan_observation_count": 2,
          "data_confidence": 0.15,
          "data_confidence_basis": {
            "provider_component": 0.17,
            "observation_component": 0.1,
            "provider_count": 2,
            "plan_observation_count": 2
          },
          "reliability": "low",
          "members": [
            {
              "provider": "cowagent_aiindigo",
              "usd": 9
            },
            {
              "provider": "shige_f_k_research",
              "usd": 33.06
            }
          ]
        },
        {
          "tier": "team_sme",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 59.53,
          "provider_count": 2,
          "plan_observation_count": 2,
          "data_confidence": 0.15,
          "data_confidence_basis": {
            "provider_component": 0.17,
            "observation_component": 0.1,
            "provider_count": 2,
            "plan_observation_count": 2
          },
          "reliability": "low",
          "members": [
            {
              "provider": "cowagent_aiindigo",
              "usd": 29
            },
            {
              "provider": "shige_f_k_research",
              "usd": 90.06
            }
          ]
        }
      ],
      "rejected": {
        "one_time": 1
      },
      "evidence": {
        "status": "ok",
        "single_observations": [],
        "observed_offers": [
          {
            "billing": "monthly",
            "unit": "flat",
            "count": 5,
            "offers": [
              {
                "provider": "cowagent_aiindigo",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$9/month",
                "monthly_usd": 9
              },
              {
                "provider": "cowagent_aiindigo",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29/month",
                "monthly_usd": 29
              },
              {
                "provider": "shige_f_k_research",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "€9/month",
                "monthly_usd": 10.26
              },
              {
                "provider": "shige_f_k_research",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€29/month",
                "monthly_usd": 33.06
              },
              {
                "provider": "shige_f_k_research",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "€79/month",
                "monthly_usd": 90.06
              }
            ]
          },
          {
            "billing": "one_time",
            "unit": "flat",
            "count": 1,
            "offers": [
              {
                "provider": "shige_f_k_research",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "€99",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 2,
          "normalized_observations": 5,
          "comparable_providers": 2,
          "strict_cohorts": 2,
          "exclusion_reasons": {
            "one_time": 1
          }
        }
      }
    },
    "billingMix": {
      "freemium": 2,
      "contact_sales": 2
    },
    "freeTierShare": 0.5,
    "medianLowestUsd": 10.53
  },
  "movement": {
    "niche": "ai-agent-development-services",
    "sector": "developer-tools-infra",
    "pricedNow": 2,
    "pairs": 2,
    "repriced": [
      {
        "handle": "shige_f_k_research",
        "from": 10.4,
        "to": 10.41,
        "pct": 0.1
      }
    ],
    "newlyPriced": [],
    "droppedFromPriced": [],
    "likeForLikePct": 0,
    "kind": "repricing",
    "narrative": "Genuine repricing: 1 agent repriced — all up (avg +0%)."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-07-19",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-20",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-21",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-22",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-23",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-24",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-25",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-26",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-27",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-28",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-29",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-30",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-31",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-01",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-02",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-03",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-04",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-05",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-06",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-07",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-08",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-09",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-10",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-11",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-12",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-13",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-14",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-15",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-16",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-17",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      }
    ],
    "latest": 100,
    "day_change_pct": 0,
    "methodology": "Chained daily price index, base 100 on the first priced scan day (29 Jun 2026). The overall index is the COMPOSITE of the four buyer-tier indices (individual / pro / team&sme / enterprise): each day it moves by the equal-weighted average of the tiers' moves. Each tier index is like-for-like — only agents priced on both consecutive scan days (per-agent ratios, geometric mean, clipped to [0.2, 5]) — so composition changes (agents revealing or hiding prices) can never move it."
  },
  "top_agents": [
    {
      "agent_id": "cowagent_aiindigo",
      "name": "Cowagent Aiindigo",
      "url": "https://aiindigo.com/tool/cowagent",
      "short_summary": "Autonomously plans and executes multi-step tasks across operating systems and messaging platforms, including opening applications, managing files, and automati…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 9,
        "monthly_usd": 9,
        "headline": "Free tier, then from $9/mo",
        "summary": "Free tier, then from $9/mo. AI Indigo offers a permanent free tier, with Pro at $9/month and Team at $29/month."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "ment_tech_ai",
      "name": "Ment Tech Ai",
      "url": "https://ment.tech/ai-agent-development-company/",
      "short_summary": "Builds custom autonomous AI agents that reason through tasks, use tools, and complete multi-step work across sales, finance, operations, and engineering",
      "price": {
        "observed": true,
        "billing": "contact_sales",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Contact sales (no public price)",
        "summary": "Ment Tech Labs is a custom AI agent development services company; pricing is not publicly listed and requires contacting sales."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "prescient_ai",
      "name": "Prescient Ai",
      "url": "https://www.pre-scient.com/cad-plm-services/ai-agents-development-services/",
      "short_summary": "Develops custom AI agents that automate repetitive tasks, optimize workflows, enhance decision-making, including predictive maintenance, defect detection, CAD…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown for the AI agent development or Teamcenter upgrade services."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "shige_f_k_research",
      "name": "SaSame Research",
      "url": "https://srl-sasame.com",
      "short_summary": "builds MCP servers, Claude/LLM integrations, retrieval (RAG) assistants, and autonomous agents; provides OCR, research reports, and agent discoverability audits",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 10.41,
        "monthly_usd": 12.05,
        "headline": "Free tier, then from $10.41/mo",
        "summary": "Free tier, then from $10.41/mo. SaSame offers a permanent free listing tier, three live paid monthly Factory plans from €9/month to €79/month, and a €99 one-time Assisted Review that is not currently purchasable."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "agent_architecture_agent_archi",
      "name": "Agent Architecture Agent Archi",
      "url": "https://automatic.co/ai-agent-architecture",
      "short_summary": "designs AI agent architecture and systems for enterprises, enabling autonomous task execution and multi-agent workflows",
      "price": {
        "observed": true,
        "billing": "contact_sales",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Contact sales (no public price)",
        "summary": "Automatic offers three engagement models (sprint, milestone build, managed retainer) with fixed pricing, but no public prices are disclosed; contact sales required."
      },
      "evidence_quality": "low",
      "upvotes": 0
    },
    {
      "agent_id": "sparkouttech_operator_dev",
      "name": "Operator Agent Development",
      "url": "https://www.sparkouttech.com/operator-agent-development/",
      "short_summary": "develops custom operator AI agents that autonomously carry out tasks through digital environments like web browsers, automating repetitive tasks such as data e…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "The operator agent development service has no publicly listed pricing and directs prospective customers to request a quote."
      },
      "evidence_quality": "low",
      "upvotes": 0
    },
    {
      "agent_id": "blue_ai",
      "name": "Blue Ai",
      "url": "https://theblue.ai/llms-and-ai-agents/",
      "short_summary": "TheBlue AI develops and integrates custom multi-agent systems for businesses, automating complex workflows across internal data, applications, and processes.",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is displayed, and the referenced pricing page returns a 404 error."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "claude_dev_skill",
      "name": "Claude Dev Skill",
      "url": "https://github.com/hnaymyh123-henry/claude-dev-skill",
      "short_summary": "Claude Code custom skill that coordinates multiple AI Worker Agents through a complete software development workflow—from PRD alignment to PR merge, with paral…",
      "price": {
        "observed": false,
        "billing": "unknown",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "GitHub offers a free plan, a $4-per-user/month Team plan, and Enterprise pricing starting at $21 per user/month."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "metaskill",
      "name": "Metaskill",
      "url": "https://github.com/xvirobotics/metaskill",
      "short_summary": "Claude Code skill that generates AI agent teams, individual agents, and custom skills via a single command. Researches domain best practices, MCP servers, and…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing for Metaskill is shown in the supplied repository content."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "giselle_ai",
      "name": "Giselle Ai",
      "url": "https://giselles.ai",
      "short_summary": "Visual no-code platform for building and deploying AI agents. Automates research, code review, documentation, and product workflows by composing multiple AI mo…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 20,
        "monthly_usd": 20,
        "headline": "Free tier, then from $20/mo",
        "summary": "Free tier, then from $20/mo. Giselle offers a free open-source and cloud tier, a $20/month Pro plan, and a $100/month Team plan marked as coming soon, with additional usage charged at a 10% markup."
      },
      "home_niche": "agent-builder-no-code",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "titans_demo_platform",
      "name": "Titans Demo Platform",
      "url": "https://github.com/ai-in-pm/Titans---Learning-to-Memorize-at-Test-Time",
      "short_summary": "Multi-agent demo platform featuring 7 specialized AI agents (GPT-4, Claude, Mistral, Groq, Gemini, Cohere, Emergence) collaborating to explore the Titans neura…",
      "price": {
        "observed": false,
        "billing": "unknown",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "GitHub offers a free plan, a Team plan at $4 per user/month, and Enterprise starting at $21 per user/month."
      },
      "home_niche": "multi-agent-orchestrator",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/ai-agent-development-services",
  "summary": {
    "niche": "ai-agent-development-services",
    "sector": "developer-tools-infra",
    "pricing_by_provider_type": {
      "headline": "No published benchmark for ai-agent-development-services yet — too few comparable priced providers.",
      "benchmarks": [],
      "warnings": [
        "No priced providers meet the benchmark bar for this scope."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-agent-development-services"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/ai-agent-development-services",
    "counts": {
      "listings_with_price_capture": 11,
      "listings_with_observed_public_price": 4,
      "providers_with_numeric_monthly_price_latest_scan": 2,
      "like_for_like_comparable_pairs": 2
    },
    "movement": {
      "d": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "w": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "m": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "ok",
    "pricing_by_tier": [
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 21.03,
        "provider_count": 2,
        "plan_observation_count": 2,
        "data_confidence": 0.15,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.1,
          "provider_count": 2,
          "plan_observation_count": 2
        },
        "reliability": "low",
        "members": [
          {
            "provider": "cowagent_aiindigo",
            "usd": 9
          },
          {
            "provider": "shige_f_k_research",
            "usd": 33.06
          }
        ]
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 59.53,
        "provider_count": 2,
        "plan_observation_count": 2,
        "data_confidence": 0.15,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.1,
          "provider_count": 2,
          "plan_observation_count": 2
        },
        "reliability": "low",
        "members": [
          {
            "provider": "cowagent_aiindigo",
            "usd": 29
          },
          {
            "provider": "shige_f_k_research",
            "usd": 90.06
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 11,
      "listings_with_observed_public_price": 4,
      "normalized_observations": 5,
      "comparable_providers": 2,
      "strict_cohorts": 2,
      "exclusion_reasons": {
        "one_time": 1
      }
    },
    "pricing_note": "Provider-deduped, FX-normalized monthly medians, separated by buyer tier AND billing unit (flat/per_seat/per_user/per_agent) — incompatible units are never blended. Ranges (p25/p75) only at >=5 providers; data_confidence is provider-count-weighted. Usage-metered, promo, range, one-time and ambiguous-cadence plans are excluded.",
    "pricing_excluded_observations": {
      "one_time": 1
    },
    "billing_mix": {
      "freemium": 2,
      "contact_sales": 2
    },
    "free_tier_share": 0.5,
    "top_providers": [
      {
        "agent_id": "cowagent_aiindigo",
        "name": "Cowagent Aiindigo",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 9,
          "monthly_usd": 9,
          "headline": "Free tier, then from $9/mo",
          "summary": "Free tier, then from $9/mo. AI Indigo offers a permanent free tier, with Pro at $9/month and Team at $29/month."
        },
        "observed": true
      },
      {
        "agent_id": "ment_tech_ai",
        "name": "Ment Tech Ai",
        "price": {
          "observed": true,
          "billing": "contact_sales",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Contact sales (no public price)",
          "summary": "Ment Tech Labs is a custom AI agent development services company; pricing is not publicly listed and requires contacting sales."
        },
        "observed": true
      },
      {
        "agent_id": "prescient_ai",
        "name": "Prescient Ai",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public pricing is shown for the AI agent development or Teamcenter upgrade services."
        },
        "observed": false
      },
      {
        "agent_id": "shige_f_k_research",
        "name": "SaSame Research",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 10.41,
          "monthly_usd": 12.05,
          "headline": "Free tier, then from $10.41/mo",
          "summary": "Free tier, then from $10.41/mo. SaSame offers a permanent free listing tier, three live paid monthly Factory plans from €9/month to €79/month, and a €99 one-time Assisted Review that is not currently purchasable."
        },
        "observed": true
      },
      {
        "agent_id": "agent_architecture_agent_archi",
        "name": "Agent Architecture Agent Archi",
        "price": {
          "observed": true,
          "billing": "contact_sales",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Contact sales (no public price)",
          "summary": "Automatic offers three engagement models (sprint, milestone build, managed retainer) with fixed pricing, but no public prices are disclosed; contact sales required."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-agent-development-services"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "ai-agent-development-services",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "cowagent_aiindigo"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "cowagent_aiindigo"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}